Belief Functions: Theory and Applications 5th International Conference, BELIEF 2018, Compiègne, France, September 17-21, 2018, Proceedings / [electronic resource] :
edited by Sébastien Destercke, Thierry Denoeux, Fabio Cuzzolin, Arnaud Martin.
- 1st ed. 2018.
- XI, 280 p. 58 illus. online resource.
- Lecture Notes in Artificial Intelligence, 11069 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 11069 .
Uncertainty Quantification -- Fuzzy sets -- Belief Functions -- Imprecise Probabilities -- Machine Learning -- Imprecision Data Science -- Statistics -- Graphical Models -- Information Fusion.
This book constitutes the refereed proceedings of the 5th International Conference on Belief Functions, BELIEF 2018, held in Compiègne, France, in September 2018. The 33 revised regular papers presented in this book were carefully selected and reviewed from 73 submissions. The papers were solicited on theoretical aspects (including for example statistical inference, mathematical foundations, continuous belief functions) as well as on applications in various areas including classification, statistics, data fusion, network analysis and intelligent vehicles.
9783319993836
10.1007/978-3-319-99383-6 doi
Artificial intelligence.
Computer networks .
Application software.
Pattern recognition systems.
Database management.
Artificial Intelligence.
Computer Communication Networks.
Computer and Information Systems Applications.
Automated Pattern Recognition.
Database Management.
Q334-342 TA347.A78
006.3
Uncertainty Quantification -- Fuzzy sets -- Belief Functions -- Imprecise Probabilities -- Machine Learning -- Imprecision Data Science -- Statistics -- Graphical Models -- Information Fusion.
This book constitutes the refereed proceedings of the 5th International Conference on Belief Functions, BELIEF 2018, held in Compiègne, France, in September 2018. The 33 revised regular papers presented in this book were carefully selected and reviewed from 73 submissions. The papers were solicited on theoretical aspects (including for example statistical inference, mathematical foundations, continuous belief functions) as well as on applications in various areas including classification, statistics, data fusion, network analysis and intelligent vehicles.
9783319993836
10.1007/978-3-319-99383-6 doi
Artificial intelligence.
Computer networks .
Application software.
Pattern recognition systems.
Database management.
Artificial Intelligence.
Computer Communication Networks.
Computer and Information Systems Applications.
Automated Pattern Recognition.
Database Management.
Q334-342 TA347.A78
006.3